1 citations · 2 across the 3 of their papers we have counts for
3 papers
Uncertainty quantification of neural network models of evolving processes via Langevin sampling
Cosmin Safta, Reese E. Jones, Ravi G. Patel +4
We propose a scalable, approximate inference hypernetwork framework for a general model of history-dependent processes. The flexible data model is based on a neural ordinary differ…
Methodological Reconstruction of Historical Landslide Tsunamis Using Bayesian Inference
Raelynn Wonnacott, Dallin Stewart, Jared P Whitehead +1
Indonesia is one of the world's most densely populated regions and lies among the epicenters of Earth's greatest natural hazards. Effectively reducing the disaster potential of the…
A tale of two faults: Statistical reconstruction of the 1820 Flores Sea earthquake using tsunami observations alone
T. Paskett, J. P. Whitehead, R. A. Harris +4
Using a Bayesian approach we compare anecdotal tsunami runup observations from the 29 December 1820 Flores Sea earthquake with close to 200,000 tsunami simulations to determine the…